DEVELOPMENT... OpenML
Run
2940

Run 2940

Task 2126 (Supervised Data Stream Classification) covertype Uploaded 29-04-2014 by Jason
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.LeveragingBag_kNN(1)Moa implementation of LeveragingBag
moa.LeveragingBag_kNN(1)_a0.002
moa.LeveragingBag_kNN(1)_lmoa.classifiers.lazy.kNN
moa.LeveragingBag_kNN(1)_mLeveragingBag
moa.LeveragingBag_kNN(1)_ofalse
moa.LeveragingBag_kNN(1)_r1
moa.LeveragingBag_kNN(1)_s10
moa.LeveragingBag_kNN(1)_w6.0
moa.kNN(1)_k10
moa.kNN(1)_nLinearNN
moa.kNN(1)_w1000

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7859
Per class
Confusion matrix
F measure
0.6085
Per class
Kappa
0.4006
KB relative information score
66927.1524
Mean absolute error
0.1335
Mean prior absolute error
0.2449
Number of instances
110393
Per class
Precision
0.6137
Per class
Predictive accuracy
0.6284
Prior entropy
2.8074
Ram hours
0.0004
Recall
0.6284
Per class
Relative absolute error
0.5453
Root mean prior squared error
0.3499
Root mean squared error
0.2685
Root relative squared error
0.7673
Run CPU time
1596.27